Last Update: 11/21/2025
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They set up and secure manufactured buildings and mobile homes, making sure they are safely placed and ready for people to live in.
Summary
This career is labeled as "Stable" because most of the work done by manufactured building and mobile home installers involves hands-on tasks that can't be easily automated by AI or robots. Each installation site is unique and requires human problem-solving, communication, and manual skills like fitting pieces together and ensuring everything works properly.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
Summary
This career is labeled as "Stable" because most of the work done by manufactured building and mobile home installers involves hands-on tasks that can't be easily automated by AI or robots. Each installation site is unique and requires human problem-solving, communication, and manual skills like fitting pieces together and ensuring everything works properly.
Read full analysisContributing Sources
AI Resilience
All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.
CareerVillage.org's AI Resilience Analysis
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Will Robots Take My Job
Automation Resilience
Low Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Bldg. & MH Installers
Updated Quarterly • Last Update: 11/22/2025

State of Automation & Augmentation
Right now, very little of a mobile-home installer’s job is fully done by robots or AI. Most work (like moving homes, leveling them, sealing sides, and testing doors) is still done by hand. Some parts of home building happen in factories using robots – for example, companies have assembly lines where machines nail wall panels or build modules [1] [2].
In those controlled settings, automation boosts efficiency. But once a home is on site, conditions are unpredictable. Experts note that “each construction site and project is tailored to specific” needs, so robots can’t easily do all tasks [3].
Installers still use hammers, jacks, and their tools to fit pieces together.
AI does help some planning tasks behind the scenes. Researchers have built machine-learning models to predict construction costs more accurately by learning from past projects [4]. And big construction projects use digital design tools (BIM) that can check plans for errors automatically, which is a kind of “AI” planning [3] [4].
However, small contractors often just use manuals or simple software for parts lists and estimates. In general construction (not specific to mobile homes), companies are piloting tools like drones with AI to survey sites and check progress [2], but mobile-home installers don’t commonly use these yet.
Tasks that involve talking with customers or fine judgment still require people. For example, figuring out damage or fitting a door perfectly requires human problem-solving. There’s no off-the-shelf AI that can chat with a customer or do custom trimming of wooden edges.
In short, most of the installer’s core tasks today remain manual. Technology tends to augment the job (like giving workers tablets to view diagrams [3]) rather than replace it completely.

AI Adoption
AI tools and robots that target mobile-home installation are not widely available yet. Many technologies exist for large building projects, but this field is smaller and more specialized. The pay for installers is modest (BLS reports a mean around $18.28/hour [5]), so spending hundreds of thousands on robots is often hard to justify.
Also, as one industry report notes, jobs that happen on site are usually unique and unpredictable [3]. This makes companies cautious about buying new tech for on-site work. In contrast, factory work (building home sections indoors) can be automated more — studies expect only about 15–20% of new construction to be off-site modular by 2030 [3], which is progress but still a minority.
Economic factors play a role too. When labor shortages or high costs hurt builders, they may invest more in automation [1] [3]. For example, modular home plants using robots have helped relieve a labor crunch by building homes faster [1].
But on residential parks and lots, installers still handle the final placement and hookup. Social expectations and safety rules also slow AI adoption: people tend to trust human installers to check things like plumbing and electrical connections. Robots would face strict building codes and liability issues before they could do that work alone.
In summary, AI is creeping into homebuilding (especially in factories and office planning), but full automation of a mobile-home installer’s tasks is not around the corner. Many experts expect the total number of construction jobs to grow rather than disappear [3]. Technology is seen mostly as a helper, not a replacement – for instance, workers might use tablets or drones for certain checks [3], but hands-on skills (measuring, trimming, customer service) will stay important.
For young people considering this career, that means human skills like problem-solving and communication will still be valuable, even as digital tools become more common.

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Median Wage
$41,080
Jobs (2024)
3,100
Growth (2024-34)
+5.9%
Annual Openings
300
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Seal open sides of modular units to prepare them for shipment, using polyethylene sheets, nails, and hammers.
Move and set up mobile homes or prefabricated buildings on owners' lots or at mobile home parks.
Connect water hoses to inlet pipes of plumbing systems, and test operation of plumbing fixtures.
Remove damaged exterior panels, repair and replace structural frame members, and seal leaks, using hand tools.
Install, repair, and replace units, fixtures, appliances, and other items and systems in mobile and modular homes, prefabricated buildings, or travel trailers, using hand tools or power tools.
Reset hardware, using chisels, mallets, and screwdrivers.
Repair leaks in plumbing or gas lines, using caulking compounds and plastic or copper pipe.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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